Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930001658

The MH-36 locality cells most similar to this Sangli cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 5 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.307

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930003361

distance 0.307

#2 · Ahmednagarcell 4660014101

distance 0.309 · cross-district

#3 · Sanglicell 4930003535

distance 0.353

#4 · Sanglicell 4930002165

distance 0.373

#5 · Sanglicell 4930002671

distance 0.393

#6 · Sanglicell 4930003372

distance 0.409

#7 · Ahmednagarcell 4660014172

distance 0.418 · cross-district

#8 · Sanglicell 4930000906

distance 0.422

#9 · Sanglicell 4930001247

distance 0.436

#10 · Sanglicell 4930003362

distance 0.445

#11 · Chhatrapati Sambhajinagarcell 4690002344

distance 0.453 · cross-district

#12 · Sanglicell 4930003537

distance 0.454

#13 · Sataracell 4940000222

distance 0.467 · cross-district

#14 · Nashikcell 4870008823

distance 0.469 · cross-district

#15 · Ahmednagarcell 4660014422

distance 0.48 · cross-district

#16 · Ahmednagarcell 4660014284

distance 0.482 · cross-district

#17 · Sanglicell 4930002153

distance 0.482

#18 · Ahmednagarcell 4660014253

distance 0.483 · cross-district

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":493,"cluster_id":4930001658}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.